基于NIR定量模型快速预测发酵麸皮中还原糖和可溶性蛋白成分的含量

为建立一种能快速预测发酵麦麸还原性糖和可溶性蛋白含量的定量分析模型,本研究以发酵麦麸为样本,采用3,5-二硝基水杨酸比色法（3,5-dinitrosalicylic acid, DNS）和BCA蛋白浓度测定法分别测定样品的还原性糖和可溶性蛋白含量;利用近红外光谱技术（Near infrared spectrum instrument, NIR）结合偏最小二乘法（Partial least squares regression, PLS）,比较预处理方法、最佳波长及主成分因子的决定系数R²,建立发酵麦麸还原性糖和可溶性蛋白含量的NIR快速检测定量模型。结果表明：1）发酵麦麸还原性糖定量模型的预处理方法使用一阶导数 （First derivative, FD）+二阶导数 （Second derivative, SD）+标准正态变换 （Standard normal variate, SNV）,光谱范围为908~1 670 nm ,主因子数为7时,模型效果最优,其决定系数Rc²为0.904 8,校正均方根误差（Square error corrected, SEC）为1.576 1,相对分析误差（Relative percentage difference, RPD）为3.240 8;外部验证集决定系数Rp²为0.954 9且还原糖活性成分的验证集样本的测定值与NIR光谱预测值的P值为0.959 5>0.05。2）发酵麦麸可溶性蛋白定量模型的预处理方法使用一阶导数 （First derivative, FD）+二阶导数 （Second derivative, SD）+标准正态变换 （Standard normal variate, SNV）,光谱范围为908~1 670 nm ,主因子数为10时,模型效果最优,其决定系数Rc²为0.938 2,校正均方根误差（Square error corrected, SEC）为2.003,相对分析误差（Relative percentage difference, RPD）为4.021 9;外部验证集决定系数Rp²为0.994 4,且可溶性蛋白活性成分的验证集样本测定值与NIR光谱预测值的P值为0.901 9>0.05。综上,建立的NIR光谱定量模型稳定性和准确性较好,且预测准确度良好,可用于快速预测发酵麦麸样品的还原性糖和可溶性蛋白含量。     

海带孢子体光合活性对不同温度和光照的响应

为了从生理生态学角度解答温度和光照对海带孢子体生长过程的影响,探索海带孢子体对温度和光环境的生理响应机制,实验在测定养殖海域海带孢子体生长参数的基础上,设定了6、10、14和18°C 4个水温梯度的海带孢子体暂养实验,以及它们在0、25、70、133、230、317、421、582、786μmol photons/(m2·s) 9个光合有效辐射(PAR)梯度下的光合活性荧光参数测定。结果显示:①在6°C水温条件下,海带孢子体荧光参数Fv/Fm和Fv/F0最大,分别为0.71和2.40;在18°C水温条件下,其Fv/Fm和Fv/F0最小,分别为0.65和1.85;②暂养海带孢子体的光化学淬灭(qP)和非光化学淬灭(qN或NPQ)在18°C水温条件下达到最大,分别为0.92和3.29;③海带孢子体的快速光曲线随着光合有效辐射(PAR)的增强呈现先上升后下降的趋势;④海域养殖海带孢子体的最大叶长增长速率、叶宽增长速率和干重增重率分别为1.34 cm/d、0.33 cm/d和1.01 g/d。研究表明,海带孢子体干重生长率变化与不同水温条件下的快速光曲线变化一致,高温抑制了海带孢子体光合效率;当环境光合有效辐射大于样品光饱和点(Em)后,海带孢子体相对电子传递速率下降,光合作用受到抑制。     

水产胶原蛋白及胶原多肽的研究进展

胶原蛋白是动物结缔组织中的主要成分,是动物体内含量最多、分布最广、具有免疫学性质[1]的蛋白质,在皮革业、影像业、制药业、糖果生产、生物医学原料和食品工业中有广泛的应用。最近,国外研究表明,胶原水解所得的胶原多肽不仅具有很好的消化特性,而且还具有许多生理活性功能,     

罗非鱼活性肽分离及抗氧化能力研究

利用正交试验L9(34),以清除超氧自由基能力为指标,分别对木瓜蛋白酶、中性蛋白酶水解罗非鱼肉的水解条件进行优化,并对最佳清除率下的两种酶解物进行Sephadex G-50凝胶柱分离,检测了各组分对超氧自由基清除率及活性肽分子量分布情况.结果表明:中性蛋白酶在45 ℃、酶的质量分数2.0%、水解105 min及肉水比1∶3的水解条件下对超氧自由基有较好清除作用;木瓜蛋白酶在60 ℃、酶的质量分数2.0%、时间150 min及肉水比1∶2的水解条件下对超氧自由基有较好清除效果.木瓜蛋白酶酶解物在分子量为660 Da的多肽洗脱峰具有最大超氧自由基清除率,中性蛋白酶酶产物在分子量为1320 Da多肽洗脱峰具有最大超氧自由基清除率.     

凡纳滨对虾血蓝蛋白酚氧化酶活性的研究

试验结果表明,凡纳滨对虾血蓝蛋白在胰蛋白酶诱导下可表现出一定的酚氧化酶活性,与对照组相比,其酚氧化酶活力单位显著上升。同时,其活性可被D-半乳糖、α-葡萄糖、蔗糖、麦芽糖、甘露醇和N-乙酰神经氨酸不同程度地抑制,其抑制率分别为67%、100%、33%、33%、67%和100%。血蓝蛋白与胰蛋白酶孵育后经SDS-PAGE分析和L-Dopa显色,其75 kDa单体呈明显的棕褐色,添加抑制剂N-乙酰神经氨酸之后,其显色强度显著减弱。由此进一步证实凡纳滨对虾血蓝蛋白在胰蛋白酶诱导下确实具有酚氧化酶活性,其活性可被不同的糖所抑制,其发挥活性的单体为75 kDa单体。     

Does root-sourced ABA play a role for regulation of stomata under drought in quinoa (Chenopodium quinoa Willd.)

The Andean seed crop quinoa (Chenopodium quinoa Willd.) is traditionally grown under drought and other adverse conditions that constrain crop production in the Andes, and it is regarded as having considerable tolerance to soil drying. The objective of this research was to study how chemical and hydraulic signalling from the root system controlled gas exchange in a drying soil in quinoa. It was observed that during soil drying, relative g_s and photosynthesis A_max (drought stressed/fully watered plants) equalled 1, until the fraction of transpirable soil water (FTSW) decreased to 0.82 ± 0.152 and 0.33 ± 0.061, respectively, at bud formation, indicating that photosynthesis was maintained after stomata closure. The relationship between relative g_s and relative A_max at bud formation was represented by a logarithmic function (r² = 0.79), which resulted in a photosynthetic water use efficiency WUE_Amax_/gs$\text{WU}{\text{E}}_{A_{\text{max}}/g_{\text{s}}}$ of 1 when FTSW > 0.8, and increased by 50% with soil drying to FTSW 0.7–0.4. Mild soil drying slightly increased ABA in the xylem. It is concluded that during soil drying, quinoa plants have a sensitive stomatal closure, by which the plants are able to maintain leaf water potential (ψ_l) and A_max, resulting in an increase of WUE. Root originated ABA plays a role in stomata performance during soil drying. ABA regulation seems to be one of the mechanisms utilised by quinoa when facing drought inducing decrease of turgor of stomata guard cells.     

Simulation of transpiration, drainage, N uptake, nitrate leaching, and N uptake concentration in tomato grown in open substrate

Free-drainage or “open” substrate system used for vegetable production in greenhouses is associated with appreciable NO₃⁻ leaching losses and drainage volumes. Simulation models of crop N uptake, N leaching, water use and drainage of crops in these systems will be useful for crop and water resource management, and environmental assessment. This work (i) modified the TOMGRO model to simulate N uptake for tomato grown in greenhouses in SE Spain, (ii) modified the PrHo model to simulate transpiration of tomato grown in substrate and (iii) developed an aggregated model combining TOMGRO and PrHo to calculate N uptake concentrations and drainage NO₃⁻ concentration. The component models simulate NO₃⁻-N leached by subtracting simulated N uptake from measured applied N, and drainage by subtracting simulated transpiration from measured irrigation. Three tomato crops grown sequentially in free-draining rock wool in a plastic greenhouse were used for calibration and validation. Measured daily transpiration was determined by the water balance method from daily measurements of irrigation and drainage. Measured N uptake was determined by N balance, using data of volumes and of concentrations of NO₃⁻ and NH₄⁺ in applied nutrient solution and drainage. Accuracy of the two modified component models and aggregated model was assessed by comparing simulated to measured values using linear regression analysis, comparison of slope and intercept values of regression equations, and root mean squared error (RMSE) values. For the three crops, the modified TOMGRO provided accurate simulations of cumulative crop N uptake, (RMSE = 6.4, 1.9 and 2.6% of total N uptake) and NO₃⁻-N leached (RMSE = 11.0, 10.3, and 6.1% of total NO₃⁻-N leached). The modified PrHo provided accurate simulation of cumulative transpiration (RMSE = 4.3, 1.7 and 2.4% of total transpiration) and cumulative drainage (RMSE = 13.8, 6.9, 7.4% of total drainage). For the four cumulative parameters, slopes and intercepts of the linear regressions were mostly not statistically significant (P < 0.05) from one and zero, respectively, and coefficient of determination (r²) values were 0.96-0.98. Simulated values of total drainage volumes for the three crops were +21, +1 and −13% of measured total drainage volumes. The aggregated TOMGRO-PrHo model generally provided accurate simulation of crop N uptake concentration after 30-40 days of transplanting, with an average RMSE of approximately 2 mmol L⁻¹. Simulated values of average NO₃⁻ concentration in drainage, obtained with the aggregated model, were −7, +18 and +31% of measured values.     

日光温室内光合有效辐射基本特征分析

基于日光温室内观测的辐射资料,对光合有效辐射特征及对作物的影响进行研究分析.结果表明:温室内日光合有效辐射累计值与日水面蒸发量呈较好的线性关系,相关系数为0.7974;日光温室内作物光合速率随光合有效辐射上升到一定程度后,将不随光合有效辐射的增加而增加;叶片细胞液质量分数与光合有效辐射日变化均呈单峰型曲线,叶片细胞液质量分数相对于光合有效辐射有明显的滞后现象;日光温室内冬、春季晴天及阴天的太阳总辐射Q和光合有效辐射(PAR)日变化均为单峰型曲线,晴天和阴天太阳总辐射和光合有效辐射日变化趋势一致,阴天比晴天小;2007年秋季和2008年春季日光温室内小型西瓜的光合有效辐射利用率分别为6.38%和6.31%,高于大田作物的光合有效辐射利用率值.     

智能手机RGB图像检测植物叶片叶绿素含量的通用方法

为提高RGB（Red, Green, Blue）图像方法在检测植物叶片叶绿素含量的预测精度、普适性和实用性,该研究提出了一种智能手机结合辅助拍照装置获取植物叶片RGB图像并即时检测叶绿素含量的低成本方法。设计了一种内置主动光源的低成本便携式拍照装置,用以降低环境光及拍照角度等因素对成像质量的影响;并采用了基于24色Macbeth标准色卡的二阶多项式回归法构建色差校正矩阵以减小不同手机所获取图像的色差;最后开发了基于微信小程序的远程诊断系统以实现植物叶片叶绿素含量的原地、实时及无损检测。以甘蔗叶片为例,采用了3款不同品牌的手机进行了试验,首先分析了叶片39种颜色特征与其叶绿素含量的相关性及色差校正方法对其的影响。结果表明,该方法获取的叶片颜色特征与叶绿素含量大多具有较强的相关性（相关系数>0.8）,同时,色差校正可明显提升多手机混合数据集的颜色特征与叶绿素含量的相关系数,其中RGB色彩空间下三个颜色通道亮度值R、G、B的代数运算特征(B-G-R)/(B+G)的提升最明显,达到了0.842 4,比校正前提高了89%。进一步结合主成分分析构建了色差校正前与色差校正后的叶绿素含量多元线性回归（Multivariate Linear Regression,MLR）和支持向量机回归（Support Vector Regression,SVR）预测模型。针对多手机混合数据集的通用预测模型中,色差校正后的SVR通用预测模型精度和稳定性最高,相比校正前的SVR通用预测模型,五折交叉验证的R2均值达到了0.721 4,提高了14.6%,RMSE均值为0.328 8 mg/g,降低了13.3%;同时,该模型五折交叉验证的R2标准差仅为0.004 2,具有更高的稳定性。该研究为不同手机准确预测植物叶片叶绿素含量提供了一种通用方法。     

主动型配电网日前调度策略研究

相对于传统配电网,主动型配电网可以合理利用其双向调度功能,充分发挥分布式发电容量,在保护环境的同时还可以提高电力公司的效益。以电力公司效益最大为调度目标,针对主动型配电网调度问题,该文计及输电和高压配电网网损的影响,提出了一种配电网日前优化调度模型,通过该模型对微电网电源交互功率和分布式电源进行优化调度,同时确定最佳渗透率,不仅可以有效地削峰填谷,还可以根据最佳渗透率调整分布式电源的功率,使电力公司效益最大化。算例研究表明,电网中接在距离电源点较近的节点下的主动型配电网,通过该文提出的优化调度模型,得出渗透率为21.14%时,电力公司效益最高。该研究可为主动型配电网日前调度策略以及分布式电源最佳渗透率的制定提供参考。